Tatsuya Yoshizawa
  • Bio
  • Publications
  • Talks
  • Experience
  • Talks
    • Boltz-2と薬物動態予測を統合した分子特性の多目的最適化
    • A generative strategy for reliable data-driven design of functional molecules
    • Molecule Generation with Boltz-2: A Case Study on Kinase Inhibitor Design
    • 拡散モデルに基づく結合親和性予測手法を用いた分子生成
    • 信頼性の高いデータ駆動型分子設計を実現するための戦略 DyRAMO の紹介
    • 複数の特性予測モデルの信頼性を考慮した分子の多目的最適化
    • Multi-objective Molecular Structure Generation Using Dynamic Applicability Domains Adaptation
    • 強化学習に基づく分子生成手法を用いたキナーゼ選択的阻害剤の設計
    • 強化学習に基づく分子生成手法を用いた選択的阻害剤の設計
    • Dscoreに基づく多目的最適化によるChemTSを用いた選択性阻害剤の設計
  • Publications
    • A data-driven generative strategy to avoid reward hacking in multi-objective molecular design
    • ChemTSv2: Functional molecular design using de novo molecule generator
    • Selective Inhibitor Design for Kinase Homologs Using Multiobjective Monte Carlo Tree Search
  • Experience
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    • 📈 Communicate your results effectively with the best data visualizations
    • 👩🏼‍🏫 Teach academic courses
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  • Projects
    • Pandas
    • PyTorch
    • scikit-learn
  • Teaching
    • Learn JavaScript
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Boltz-2と薬物動態予測を統合した分子特性の多目的最適化

Mar 27, 2026·
吉澤竜哉
,
佐藤朋広
,
大田雅照
,
本間光貴
,
寺山慧
· 0 min read
Publication
日本薬学会第146年会. 2026/3/27
Date
Mar 27, 2026 12:00 AM
Last updated on Mar 27, 2026
A generative strategy for reliable data-driven design of functional molecules Dec 17, 2025 →

© 2026 Tatsuya Yoshizawa. This work is licensed under CC BY NC ND 4.0
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